Visuliaztion of Item Information Curves In R
blog
This blog is to show a new way to display item information curves using ggridges
package. The ridge plot could show the IIF plots very clear when you have a large number of items.
Jihong
January 10, 2019
This blog is to show a new way to display item information curves using ggridges
package. The ridge plot could show the IIF plots very clear when you have a large number of items.
---
title: Visuliaztion of Item Information Curves In R
author: Jihong
date: '2019-01-10'
slug: visuliaztion-of-item-information-curves-in-r
categories:
- blog
tags:
- R
- ggplot2
---
![Item Information Curve](information_curve.png)
This blog is to show a new way to display item information curves using `ggridges` package. The ridge plot could show the IIF plots very clear when you have a large number of items.
```{r, eval=FALSE}
ggplot(item_information_all %>% filter(item %in% 17:22)) +
aes(x = factor, y = item, height = info,
group = item, color = as.factor(item),
fill = as.factor(item)) +
ggridges::geom_ridgeline(alpha = 0.75) +
ggtitle("Peer Social Capital: Information Functions") +
theme_ridges()
```